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17 results

microsoft/synapseml 1.0.8

Simple and Distributed Machine Learning

Scala versions: 2.12

deep-learning databricks apache-spark onnx lightgbm azure cognitive-services opencv big-data data-science spark ai microsoft machine-learning ml pyspark synapse scala http model-deployment

5069 103
feathr-ai/feathr 1.0.0

Feathr – A scalable, unified data and AI engineering platform for enterprise

Scala versions: 2.12

feature-governance feature-management apache-spark azure data-science feature-engineering artificial-intelligence feature-store machine-learning feature-metadata mlops data-engineering feature-marketplace data-quality feature-platform

1986 43
haifengl/smile 3.1.1

Statistical Machine Intelligence & Learning Engine

Scala versions: 3.x 2.13

linear-algebra llm nearest-neighbor-search dataframe wavelet multidimensional-scaling genetic-algorithm regression classification machine-learning manifold-learning clustering deep-learning computer-vision nlp computer-algebra-system statistics interpolation visualization data-science

6050 51
swoop-inc/spark-alchemy 1.2.1

Collection of open-source Spark tools & frameworks that have made the data engineering and data science teams at Swoop highly productive

Scala versions: 2.12

data-engineering data-science scala spark

187 7
setl-framework/setl 1.0.0-SNAPSHOT

A simple Spark-powered ETL framework that just works 🍺

Scala versions: 2.12 2.11

data-engineering etl-pipeline etl pipeline data-science spark scala machine-learning setl framework big-data modularization data-transformation dataset data-analysis

178 7
picnicml/doddle-model 0.0.1-beta5

:cake: doddle-model: machine learning in Scala.

Scala versions: 2.13 2.12 2.11

doddle-model data-science breeze scala machine-learning

137 8
streamnative/pulsar-spark 2.4.5

Spark Connector to read and write with Pulsar

Scala versions: 2.11

structured-streaming apache-spark apache-pulsar flink data-science batch-processing stream-processing spark-sql spark data-processing

113 20
zenecture/neuroflow 1.8.2

Artificial Neural Networks for Scala

Scala versions: 2.12

pattern-recognition data-science artificial-neural-networks data-artistry scala regression classification clustering

109 2
pityka/nspl 0.10.0

scala plotting (charting, graphing) library

Scala versions: 3.x 2.13

Scala.js versions: 1.x

charts data-visualization scala plots canvas2d visualization data-science scientific-visualization scala-js

98 2
galliaproject/gallia-core 0.6.1

A schema-aware Scala library for data transformation

Scala versions: 3.x 2.13 2.12

data-manipulation data-engineering nesting json etl data-science spark scala data-transformation feature-engineering

86 1
facultyai/scala-plotly-client 0.1

Visualise your data from Scala using Plotly

Scala versions: 2.10

plot plotly data-science scala graph visualisation

40 4
pityka/saddle 3.5.0

SADDLE: Scala Data Library

Scala versions: 3.x 2.13

Scala.js versions: 1.x

linear-algebra data dataframe matrix data-science numpy scala pandas

38 12
dragonfly-ai/cliviz 0.102

A Scala.js library for Command Line Interface Visualizations.

Scala versions: 3.x

Scala.js versions: 1.x

Scala Native versions: 0.4

line-graph plot information-visualization histogram scala-native visualization data-science hci command-line-interface scala scatter-plot image-processing scientific-visualization scala-js

3 1
whylabs/whylogs 0.7.0

An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collection, ensuring safety & robustness. 📈

Scala versions: 2.12

logging calculate-statistics approximate-statistics dataops data-quality ml-pipelines ai-pipelines data-pipeline constraints dataset python mlops model-performance data-science analytics statistical-properties machine-learning data-constraints

2653 23
h2oai/h2o-3 3.30.0.3

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

Scala versions: 2.11

deep-learning gpu opensource big-data java pca h2o-automl python h2o r machine-learning automl naive-bayes ensemble-learning data-science distributed hadoop gbm spark random-forest

6929 239 174
catboost/catboost 1.2.7

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

Scala versions: 2.13 2.12

gpu cuda gbdt tutorial coreml gbm kaggle catboost python r machine-learning decision-trees gradient-boosting categorical-features data-mining big-data gpu-computing data-science

8094 1603 192
recommenders-team/recommenders 0.6.6

Best Practices on Recommendation Systems

Scala versions: 2.12

deep-learning kubernetes recommendation-system tutorial data-science jupyter-notebook rating artificial-intelligence ai python recommender ranking recommendation-engine recommendation operationalization machine-learning recommendation-algorithm

19307 103